CSIRO Bioinformatics

Harman

Harman is a PCA and constrained optimisation based technique that maximises the removal of batch effects from datasets in MAGE gene expression format.
The probability of overcorrection (i.e. removing genuine biological signal along with batch noise) is constrained to a fraction which is set by the user.